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10ML Perfume Finder vs Loger

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

10ML Perfume Finder compared with Loger
Detail10ML Perfume Finder logo 10ML Perfume FinderLoger logo Loger
What it doesFree fragrance MCP server with 6,000+ perfumes, 15 tools, no API key required Turn messy supplier files into clean, publish-ready products automatically
StageNot given Not given
FoundedNot given Not given
Based inDE SE
Pricing modelFree Freemium
PricingNot given Free: $0/month with 5 imports per month, up to 30 products per import, 50 images per import. Starter: $29/month with 10 imports per month, up to 100 products per import, 500 images per import. Growth: $79/month with unlimited imports, up to 500 products per import, 15,000 images per import. Enterpri
Key features
  • Support for ten languages with guides in each language
  • Works with Claude, ChatGPT, Cursor, VS Code, Gemini CLI and other clients
  • Import from CSV, XLSX, Dropbox, local folders, and URLs
  • Automatic variant detection and structuring
  • Product review and editing before publishing
  • Image matching and optimization
  • Scheduled publishing
  • Bulk editing with multiple products at once
  • SEO optimization for product listings
  • Migration from WooCommerce and PrestaShop
  • Catalog rollback functionality
  • Spreadsheet updates to live products
What makes it different
  • Single URL works across multiple AI assistants and code editors
  • Read-only access with fair-use rate limiting and no tracking
  • 15 purpose-built tools covering search, comparison, recommendations and education
  • Handles messy supplier data cleanly without breaking
  • Automatically keeps product catalogs in sync
  • Reduces product upload time from hours to minutes
  • Native Shopify app for deeper integration
Ships internationallyNot given Not given
Sells onlineNot given Not given
Physical shopNot given Not given
Community votes00
DR (Domain Rating by Ahrefs)40 no change since last check42 no change since last check
Trust Flow (Majestic)173
Citation Flow (Majestic)3717
Referring domains (Majestic)10110

5 details filled in for both companies.

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